saum019
Saumya's research work is around NLP, Deep Learning, RL, and Machine Translation. Her area of interest is AI, ML, Data Science, RL and NLP.
Pinned Repositories
awesome-vln
A curated list of research papers in Vision-Language Navigation (VLN)
Convolutional-Neural-Networks
Dummy
home-platform
A Household multimodal environment (HoME) based on the SUNCG indoor scenes dataset
Matterport3DSimulator
AI Research Platform for Reinforcement Learning from Real Panoramic Images.
PreAux-vln
PreEnvDrop
R2R-EnvDrop
PyTorch Code of NAACL 2019 paper "Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout"
speaker_follower
Code release for Fried et al., Speaker-Follower Models for Vision-and-Language Navigation. in NeurIPS, 2018.
MG-AuxRN
code of the paper "Vision-Language Navigation with Multi-granularity Observation and Auxiliary Reasoning Tasks"
saum019's Repositories
saum019/awesome-vln
A curated list of research papers in Vision-Language Navigation (VLN)
saum019/Convolutional-Neural-Networks
saum019/Dummy
saum019/home-platform
A Household multimodal environment (HoME) based on the SUNCG indoor scenes dataset
saum019/Matterport3DSimulator
AI Research Platform for Reinforcement Learning from Real Panoramic Images.
saum019/PreAux-vln
saum019/PreEnvDrop
saum019/R2R-EnvDrop
PyTorch Code of NAACL 2019 paper "Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout"
saum019/speaker_follower
Code release for Fried et al., Speaker-Follower Models for Vision-and-Language Navigation. in NeurIPS, 2018.
saum019/Linear-associator
saum019/MG-AuxRN
code of the paper "Vision-Language Navigation with Multi-granularity Observation and Auxiliary Reasoning Tasks"
saum019/Multi-layer-neural-networks.
saum019/Naive-Bayes-Decision-Tree
saum019/Perceptron
saum019/PreAux
saum019/saum019
Config files for my GitHub profile.